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DiConStruct: Causal Concept-based Explanations through Black-Box Distillation.

, , , , , and . CLeaR, volume 236 of Proceedings of Machine Learning Research, page 740-768. PMLR, (2024)

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Adding a Performance-Oriented Perspective to Data Warehouse Design., and . DaWaK, volume 2454 of Lecture Notes in Computer Science, page 232-244. Springer, (2002)FairGBM: Gradient Boosting with Fairness Constraints., , , , and . CoRR, (2022)Cost-Sensitive Learning to Defer to Multiple Experts with Workload Constraints., , , , , , , and . CoRR, (2024)On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods., , , , , , , , and . CoRR, (2022)Fairness-Aware Data Valuation for Supervised Learning., , , and . CoRR, (2023)A Case Study on Implementing Screen Reader Accessibility in Dynamic Visualizations., , , and . EuroVis (Posters), page 115-117. Eurographics Association, (2022)LaundroGraph: Self-Supervised Graph Representation Learning for Anti-Money Laundering., , and . ICAIF, page 130-138. ACM, (2022)A Training Process for Faculty Members in Collaborative Degree Programs: Design, Implementation and Feedback., , , and . CSEE&T, page 122-129. IEEE Computer Society, (2009)Deadline Queries: Leveraging the Cloud to Produce On-Time Results., , and . IEEE CLOUD, page 171-178. IEEE Computer Society, (2011)Towards a standard event processing benchmark., , and . ICPE, page 307-310. ACM, (2013)